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Description Functions necessary to perform Weighted Correlation Network Analysis on highdimensional data as originally described in Horvath and Zhang (2005)< doi: 10.2202/1544-6115.1128> and Langfelder and Horvath (2008)< doi: 10.1186/1471-2105-9-559>. Includes functions for rudimentary data cleaning, construction of correlation networks, module identification, summarization, and relating of variables and modules to sample traits. Also includes a number of utility functions for data manipulation and visualization.